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Table 7 MAR mechanism by missing rate

From: An application of a pattern-mixture model with multiple imputation for the analysis of longitudinal trials with protocol deviations

Missingness rates   Treatment Time Treatment x Time Coverage probability
5% Analysis Bias RMSE Bias RMSE Bias RMSE Treatment Time Treatment x Time
  ML -0.153 0.189 -0.0112 0.018 0.009 0.022 87.50% 95.30% 95.10%
  MI -0.155 0.191 -0.008 0.017 0.004 0.022 86.90% 95.50% 94.50%
  LMCF -0.155 0.190 -0.033 0.036 0.011 0.023 85.90% 95.10% 95.30%
  J2R (P-) -0.172 0.205 -0.012 0.019 0.023 0.031 82.50% 94.90% 95.20%
  CDR (P-) -0.160 0.195 -0.012 0.019 0.015 0.025 87.30% 95.10% 94.50%
  CR (P-) -0.165 0.199 -0.012 0.018 0.019 0. 027 83.70% 94.30% 95.50%
10%           
  ML 0.062 0.125 0.003 0.015 0.011 0.024 94.50% 95.10% 94.20%
  MI 0.059 0.125 -0.007 0.017 0.016 0.030 94.20% 95.10% 94.30%
  LMCF 0.031 0.11 -0.087 0.088 0.034 0.040 95.10% 93.30% 95.20%
  J2R (P-) 0.013 0.110 -0.004 0.016 0.044 0.050 94.50% 95.20% 96.60%
  CDR (P-) 0.036 0.115 -0.004 0.016 0.032 0.040 95.69% 95.90% 95.20%
  CR (P-) 0.022 0.111 -0.004 0.016 0.040 0. 045 95.30% 95.10% 95.60%
20%           
ML -0.043 0.012 -0.0061 0.018 0.009 0.025 94.10% 94.50% 95.30%  
  MI -0.036 0.125 -0.013 0.026 0.013 0.033 95.00% 94.50% 95.30%
  LMCF -0.127 0.175 -0.180 0.180 0.066 0.070 87.90% 84.40% 94.50%
  J2R (P-) -0.131 0.177 -0.002 0.017 0.078 0.083 86.80% 95.30% 95.10%
  CDR (P-) -0.102 0.155 -0.002 0.017 0.054 0.059 85.30% 96.10% 95.50%
  CR (P-) -0.115 0.163 -0.002 0.017 0.063 0. 067 89.60% 95.10% 95.40%
30%           
  ML 0.062 0.125 0.003 0.015 0.011 0.024 94.50% 95.40% 96.30%
  MI 0.059 0.125 -0.007 0.017 0.016 0.030 95.10% 94.50% 96.20%
  LMCF 0.031 0.11 -0.087 0.088 0.034 0.040 94.30% 95.50% 94.70%
  J2R (P-) 0.013 0.110 -0.004 0.016 0.044 0.050 94.50% 96.10% 95.90%
  CDR (P-) 0.036 0.115 -0.004 0.016 0.032 0.040 95.10% 94.30% 95.50%
  CR (P-) 0.022 0.111 -0.004 0.016 0.040 0.045 94.50% 95.60% 96.20%
50%           
  ML 0.153 0.193 0.055 0.059 -0.071 0.077 87.80% 94.50% 96.10%
  MI 0.144 0.195 0.050 0.059 -0.063 0.077 86.30% 95.40% 96.10%
  LMCF 0.066 0.143 0.374 0.374 0.090 0.094 93.10% 67.80% 92.50%
  J2R (P-) 0.142 0.185 0.054 0.060 0.122 0.125 87.70% 96.10% 89.50%
  CDR (P-) -0.039 0.124 0.054 0.060 0.056 0.061 95.50% 94.80% 96.40%
  CR (P-) -0.102 0.156 0.54 0.060 0.095 0.098 93.10% 92.70% 95.40%